Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9588859 0.9897650 0.9446056 0.0481941 0.9441091
bt 0.9270557 0.9691200 0.8657089 0.0872998 0.8524077
maxnet 0.6777188 0.7700266 0.9644749 0.2048399 0.4416716
gam 0.7122016 0.7752435 0.9588057 0.1744945 0.4273967
glm 0.6750663 0.7430912 0.8153274 0.1864318 0.4406696

Variable Importance

Partial Dependence